XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Afrikaans
This model is part of our paper called:
- Make the Best of Cross-lingual Transfer: Evidence from POS Tagging with over 100 Languages
Check the Space for more details.
Usage
from transformers import AutoTokenizer, AutoModelForTokenClassification
tokenizer = AutoTokenizer.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-af")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-af")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-af
Space using wietsedv/xlm-roberta-base-ft-udpos28-af 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported85.800
- Dutch Test accuracy on Universal Dependencies v2.8self-reported83.700
- German Test accuracy on Universal Dependencies v2.8self-reported83.600
- Italian Test accuracy on Universal Dependencies v2.8self-reported84.400
- French Test accuracy on Universal Dependencies v2.8self-reported83.100
- Spanish Test accuracy on Universal Dependencies v2.8self-reported86.700
- Russian Test accuracy on Universal Dependencies v2.8self-reported86.400
- Swedish Test accuracy on Universal Dependencies v2.8self-reported87.700
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported81.300
- Danish Test accuracy on Universal Dependencies v2.8self-reported86.800
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported62.500
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported28.600
- Armenian Test accuracy on Universal Dependencies v2.8self-reported82.700
- Welsh Test accuracy on Universal Dependencies v2.8self-reported70.300
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported72.500
- Albanian Test accuracy on Universal Dependencies v2.8self-reported79.400
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported76.600
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported23.200
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported74.700
- Turkish Test accuracy on Universal Dependencies v2.8self-reported72.800
- Finnish Test accuracy on Universal Dependencies v2.8self-reported83.900
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported79.500
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported84.000
- Polish Test accuracy on Universal Dependencies v2.8self-reported85.600
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported85.500
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported77.500
- Latin Test accuracy on Universal Dependencies v2.8self-reported76.200
- Old French Test accuracy on Universal Dependencies v2.8self-reported58.400
- Buryat Test accuracy on Universal Dependencies v2.8self-reported59.700
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported23.800
- Korean Test accuracy on Universal Dependencies v2.8self-reported59.400
- Estonian Test accuracy on Universal Dependencies v2.8self-reported86.700
- Croatian Test accuracy on Universal Dependencies v2.8self-reported86.400
- Gothic Test accuracy on Universal Dependencies v2.8self-reported20.700
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported55.500
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported17.200
- North Sami Test accuracy on Universal Dependencies v2.8self-reported38.800
- Naija Test accuracy on Universal Dependencies v2.8self-reported39.300
- Latvian Test accuracy on Universal Dependencies v2.8self-reported83.000
- Chinese Test accuracy on Universal Dependencies v2.8self-reported49.800
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported71.700
- Bambara Test accuracy on Universal Dependencies v2.8self-reported29.900
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported82.800
- Galician Test accuracy on Universal Dependencies v2.8self-reported83.600
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported60.300
- Greek Test accuracy on Universal Dependencies v2.8self-reported83.300
- Catalan Test accuracy on Universal Dependencies v2.8self-reported86.100
- Czech Test accuracy on Universal Dependencies v2.8self-reported85.100
- Erzya Test accuracy on Universal Dependencies v2.8self-reported43.600
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported50.100
- Thai Test accuracy on Universal Dependencies v2.8self-reported62.500
- Marathi Test accuracy on Universal Dependencies v2.8self-reported87.100
- Basque Test accuracy on Universal Dependencies v2.8self-reported76.200
- Slovak Test accuracy on Universal Dependencies v2.8self-reported84.800
- Kiche Test accuracy on Universal Dependencies v2.8self-reported34.100
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported26.400
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported39.700
- Tamil Test accuracy on Universal Dependencies v2.8self-reported81.000
- Maltese Test accuracy on Universal Dependencies v2.8self-reported24.200
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported59.300
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported82.600
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported31.300
- Urdu Test accuracy on Universal Dependencies v2.8self-reported63.200
- Romanian Test accuracy on Universal Dependencies v2.8self-reported81.400
- Persian Test accuracy on Universal Dependencies v2.8self-reported75.400
- Apurina Test accuracy on Universal Dependencies v2.8self-reported32.200
- Japanese Test accuracy on Universal Dependencies v2.8self-reported35.900
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported84.900
- Hindi Test accuracy on Universal Dependencies v2.8self-reported70.200
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported30.500
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported46.000
- Faroese Test accuracy on Universal Dependencies v2.8self-reported76.500
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported32.400
- Livvi Test accuracy on Universal Dependencies v2.8self-reported66.500
- Arabic Test accuracy on Universal Dependencies v2.8self-reported79.700
- Wolof Test accuracy on Universal Dependencies v2.8self-reported31.800
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported87.000
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported24.400
- Makurap Test accuracy on Universal Dependencies v2.8self-reported15.100
- Kangri Test accuracy on Universal Dependencies v2.8self-reported49.600
- Breton Test accuracy on Universal Dependencies v2.8self-reported62.000
- Telugu Test accuracy on Universal Dependencies v2.8self-reported82.200
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported52.400
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported51.000
- Karelian Test accuracy on Universal Dependencies v2.8self-reported73.100
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported74.200
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported69.300
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported37.300
- Irish Test accuracy on Universal Dependencies v2.8self-reported66.300
- Nayini Test accuracy on Universal Dependencies v2.8self-reported47.400
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported19.000
- Manx Test accuracy on Universal Dependencies v2.8self-reported39.600
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported33.000
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported98.900
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported37.100
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported25.900
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported86.400
- Serbian Test accuracy on Universal Dependencies v2.8self-reported87.000
- Moksha Test accuracy on Universal Dependencies v2.8self-reported42.900
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported80.000
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported59.400
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported37.800
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported84.400
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported73.300
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported33.300